deliverable-selfloop

Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.

الانتقال إلى التثبيت

المستودع: WILLOSCAR/research-units-pipeline-skills
آخر نشاط في المصدر: ٢١ يوليو ٢٠٢٦ في ١٨:٠٤
لغة SKILL.md المكتشفة: الإنجليزية
النجوم: ٤٩٧
التفرعات: ٣٨

خيارات التثبيت

يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.

التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.

يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.

npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill deliverable-selfloop

يبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.

تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.

مراجعة ملفات المصدر

اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.

مستكشف الملفات

4 ملفات

SKILL.md

تعليمات المصدر · معاينة للقراءة فقط

العودة إلى البحث العودة إلى التثبيت

evidence-draft

Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance. **Trigger**: evidence draft, evidence pack, claim candidates, concrete comparisons, evidence snippets, provenance, 证据草稿, 证据包, 可引用事实.

2026-08-02

front-matter-writer

Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph. **Trigger**: front matter writer, introduction writer, related work writer, abstract writer, discussion writer, conclusion writer, 引言, 相关工作, 摘要, 讨论, 结论.

2026-08-02

latex-scaffold

Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft. **Trigger**: latex scaffold, md→tex, LaTeX 项目骨架, 生成 main.tex. **Use when**: 需要 LaTeX/PDF 交付（例如 arxiv-survey-latex pipeline），且 draft 已生成/已进入写作阶段。

2026-08-02

عرض الكل من هذا المستودع

Deliverable Self-Loop

Runs the final quality gate for a reader-facing deliverable and always writes a PASS/FAIL report.

Inputs

Primary input depends on the active pipeline contract:

brief deliverable

paper-review deliverable

evidence-review deliverable

idea memo bundle

tutorial deliverable

Output

output/DELIVERABLE_SELFLOOP_TODO.md

for research-brief: output/BRIEF_SCORECARD.md and output/BRIEF_SCORECARD.json

for paper-review: output/REVIEW_SCORECARD.md and output/REVIEW_SCORECARD.json

for idea-brainstorm: output/IDEA_SCORECARD.md and output/IDEA_SCORECARD.json

for evidence-review: output/EVIDENCE_SCORECARD.md and output/EVIDENCE_SCORECARD.json

Dispatch rule

The gate should dispatch by pipeline contract first:

quality_contract.deliverable_kind

Only fall back to legacy profile-name checks when contract metadata is missing.

Script boundary

scripts/run.py should:

detect the active deliverable contract

run the matching evaluator

always write a report

It should not mutate the deliverable itself.

Acceptance

report exists

report contains - Status: PASS or - Status: FAIL

PASS only when the active deliverable satisfies its minimum section / artifact contract

research-brief additionally requires valid core-set pointers and the configured score threshold

paper-review additionally requires the configured score threshold and all critical rubric dimensions

idea-brainstorm additionally requires traceable anchors, actionable lead directions, and the configured score threshold

evidence-review additionally requires clause-linked screening, complete extraction rows, synthesis pointers, and the configured score threshold

Non-goals

rewriting the deliverable

choosing upstream fixes beyond pointing to the missing contract items

name	deliverable-selfloop
description	Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.